Int overflow in `RaggedRangeOp` in Tensoflow
Published Sep 16, 2022
7.5
HIGHCVSS 3.1
EPSS 0.70%
Description
TensorFlow is an open source platform for machine learning. The `RaggedRangOp` function takes an argument `limits` that is eventually used to construct a `TensorShape` as an `int64`. If `limits` is a very large float, it can overflow when converted to an `int64`. This triggers an `InvalidArgument` but also throws an abort signal that crashes the program. We have patched the issue in GitHub commit 37cefa91bee4eace55715eeef43720b958a01192. The fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range. There are no known workarounds for this issue.
Affected products
-
- Version < 2.7.2StatusaffectedConstraints-
- Version >= 2.8.0, < 2.8.1StatusaffectedConstraints-
- Version >= 2.9.0, < 2.9.1StatusaffectedConstraints-
- Version
Default status is the baseline for the product, each version can override it (e.g. patched versions marked unaffected).
| Vendor | Product | Default status | Versions | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TensorFlow | TensorFlow | n/a |
|
- ≥ 2.7.0 · < 2.7.2
- ≥ 2.8.0 · < 2.8.1
- ≥ 2.9.0 · < 2.9.1
- 2.10
- 2.10
- 2.10
- 2.10
No data.
No Red Hat product state for this CVE.
No package ranges for this CVE.
Remediation
No remediation recorded yet.
References (7)
- https://euvd.enisa.europa.eu/vulnerability/EUVD-2022-6976 Advisory
- https://github.com/advisories/GHSA-x989-q2pq-4q5x Advisory
- https://github.com/tensorflow/tensorflow/blob/0b6b491d21d6a4eb5fbab1cca565bc1e94ca9543/tensorflow/core/kernels/ragged_range_op.cc#L74-L88 x_refsource_MISCThird Party Advisory
- https://github.com/tensorflow/tensorflow/commit/37cefa91bee4eace55715eeef43720b958a01192 x_refsource_MISCPatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-x989-q2pq-4q5x x_refsource_CONFIRMPatchThird Party Advisory
- https://nvd.nist.gov/vuln/detail/CVE-2022-35940
| Link | Providers | Tags |
|---|---|---|
| https://euvd.enisa.europa.eu/vulnerability/EUVD-2022-6976 | Advisory | |
| https://github.com/advisories/GHSA-x989-q2pq-4q5x | Advisory | |
| https://github.com/tensorflow/tensorflow/blob/0b6b491d21d6a4eb5fbab1cca565bc1e94ca9543/tensorflow/core/kernels/ragged_range_op.cc#L74-L88 | x_refsource_MISCThird Party Advisory | |
| https://github.com/tensorflow/tensorflow/commit/37cefa91bee4eace55715eeef43720b958a01192 | x_refsource_MISCPatchThird Party Advisory | |
| https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0 | ||
| https://github.com/tensorflow/tensorflow/security/advisories/GHSA-x989-q2pq-4q5x | x_refsource_CONFIRMPatchThird Party Advisory | |
| https://nvd.nist.gov/vuln/detail/CVE-2022-35940 |
Change history (0)
No recorded changes yet.